LIBOL : a library for online learning algorithms
LIBOL is an open-source library for large-scale online learning, which consists of a large family of efficient and scalable state-of-the-art online learning algorithms for large- scale online classification tasks. We have offered easy-to-use command-line tools and examples for users and developers,...
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sg-ntu-dr.10356-1058012020-05-28T07:18:05Z LIBOL : a library for online learning algorithms Wang, Jialei Zhao, Peilin Hoi, Steven C. H. School of Computer Engineering DRNTU::Engineering::Computer science and engineering LIBOL is an open-source library for large-scale online learning, which consists of a large family of efficient and scalable state-of-the-art online learning algorithms for large- scale online classification tasks. We have offered easy-to-use command-line tools and examples for users and developers, and also have made comprehensive documents available for both beginners and advanced users. LIBOL is not only a machine learning toolbox, but also a comprehensive experimental platform for conducting online learning research. Published version 2014-09-17T09:03:51Z 2019-12-06T21:58:11Z 2014-09-17T09:03:51Z 2019-12-06T21:58:11Z 2014 2014 Journal Article Hoi, Steven C. H., Wang, J., & Zhao, P. (2014). LIBOL : a library for online learning algorithms. Journal of machine learning research, 15, 495-499. https://hdl.handle.net/10356/105801 http://hdl.handle.net/10220/20901 http://jmlr.org/papers/volume15/hoi14a/hoi14a.pdf en Journal of machine learning research © The Authors(Journal of Machine Learning Research). This paper was published in Journal of Machine Learning Research and is made available as an electronic reprint (preprint) with permission of The Authors(Journal of Machine Learning Research). The paper can be found at the following official URL: [http://jmlr.org/papers/volume15/hoi14a/hoi14a.pdf]. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law. 6 p. application/pdf |
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Nanyang Technological University |
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English |
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DRNTU::Engineering::Computer science and engineering |
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DRNTU::Engineering::Computer science and engineering Wang, Jialei Zhao, Peilin Hoi, Steven C. H. LIBOL : a library for online learning algorithms |
| description |
LIBOL is an open-source library for large-scale online learning, which consists of a large family of efficient and scalable state-of-the-art online learning algorithms for large- scale online classification tasks. We have offered easy-to-use command-line tools and examples for users and developers, and also have made comprehensive documents available for both beginners and advanced users. LIBOL is not only a machine learning toolbox, but also a comprehensive experimental platform for conducting online learning research. |
| author2 |
School of Computer Engineering |
| author_facet |
School of Computer Engineering Wang, Jialei Zhao, Peilin Hoi, Steven C. H. |
| format |
Article |
| author |
Wang, Jialei Zhao, Peilin Hoi, Steven C. H. |
| author_sort |
Wang, Jialei |
| title |
LIBOL : a library for online learning algorithms |
| title_short |
LIBOL : a library for online learning algorithms |
| title_full |
LIBOL : a library for online learning algorithms |
| title_fullStr |
LIBOL : a library for online learning algorithms |
| title_full_unstemmed |
LIBOL : a library for online learning algorithms |
| title_sort |
libol : a library for online learning algorithms |
| publishDate |
2014 |
| url |
https://hdl.handle.net/10356/105801 http://hdl.handle.net/10220/20901 http://jmlr.org/papers/volume15/hoi14a/hoi14a.pdf |
| _version_ |
1681058877929422848 |